Rossi et al.'s Criminal Recidivism Data
This data set is originally from Rossi et al. (1980), and is used as an example in Allison (1995). The data pertain to 432 convicts who were released from Maryland state prisons in the 1970s and who were followed up for one year after release. Half the released convicts were assigned at random to an experimental treatment in which they were given financial aid; half did not receive aid.
Rossi
A data frame with 432 observations on the following 62 variables.
week
week of first arrest after release or censoring; all censored observations are censored at 52 weeks.
arrest
1
if arrested, 0
if not arrested.
fin
financial aid: no
yes
.
age
in years at time of release.
race
black
or other
.
wexp
full-time work experience before incarceration: no
or yes
.
mar
marital status at time of release: married
or not married
.
paro
released on parole? no
or yes
.
prio
number of convictions prior to current incarceration.
educ
level of education: 2
= 6th grade or less;
3
= 7th to 9th grade; 4
= 10th to 11th grade;
5
= 12th grade; 6
= some college.
emp1
employment status in the first week after release: no
or yes
.
emp2
as above.
emp3
as above.
emp4
as above.
emp5
as above.
emp6
as above.
emp7
as above.
emp8
as above.
emp9
as above.
emp10
as above.
emp11
as above.
emp12
as above.
emp13
as above.
emp14
as above.
emp15
as above.
emp16
as above.
emp17
as above.
emp18
as above.
emp19
as above.
emp20
as above.
emp21
as above.
emp22
as above.
emp23
as above.
emp24
as above.
emp25
as above.
emp26
as above.
emp27
as above.
emp28
as above.
emp29
as above.
emp30
as above.
emp31
as above.
emp32
as above.
emp33
as above.
emp34
as above.
emp35
as above.
emp36
as above.
emp37
as above.
emp38
as above.
emp39
as above.
emp40
as above.
emp41
as above.
emp42
as above.
emp43
as above.
emp44
as above.
emp45
as above.
emp46
as above.
emp47
as above.
emp48
as above.
emp49
as above.
emp50
as above.
emp51
as above.
emp52
as above.
Allison, P.D. (1995). Survival Analysis Using the SAS System: A Practical Guide. Cary, NC: SAS Institute.
Rossi, P.H., R.A. Berk, and K.J. Lenihan (1980). Money, Work, and Crime: Some Experimental Results. New York: Academic Press.
John Fox, Marilia Sa Carvalho (2012). The RcmdrPlugin.survival Package: Extending the R Commander Interface to Survival Analysis. Journal of Statistical Software, 49(7), 1-32.
summary(Rossi)
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